Fold 2 - Understanding why coefficient -73418785 was selected
Tag: NUGGETS NOVELTIES
Selected Coefficient: -73418785
Taxonomy Path: -56.74.71.69.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -73418785 | 1.012658 | -56.74.71.69.1 | -1.69.71.74.56 (-(38950081 + 69*79^3 + 71*79^2 + 74*79 + 56)) | Yes | |
| 23 | 1.025316 | 23 | 23 (23) | Sporting Goods | No |
| -80938490 | 3.000000 | -67.65.12.6.2 | -2.6.12.65.67 (-(2*79^4 + 6*79^3 + 12*79^2 + 65*79 + 67)) | No |
These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 2187). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1220 | Nuggets Maxie The Miner Pennant | 23 | Sporting Goods | none | 73418808 | none | |
| 1228 | Rocky Plush Doll | -73418785 | KSENH | 0 | none | ||
| 1280 | Rocky Claws Plush | -73418785 | KSENH | 0 | none | ||
| 1203 | Denver Nuggets Rocky Sleep Squad | -80938490 | CYBER MONDAY, KSENH | -7519705 | none |